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Stat 218
Introduction to Stochastic Processes
Spring 2006–2007
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Class Times and Locations
- Tuesday and Thursdays, 11:00AM-12:15PM in Room: ApPhy 200
- First lecture is on Tuesday, April 3
Course Description
Renewal processes; Random walks; Brownian motion; Gaussian processes; Martingales.
Textbooks
I will mostly follow:
- S. M. Ross, "Stochastic Processes", Wiley 1996
Additional references are
- H. M. Taylor and S. Karlin, "An Introduction to Stochastic Modeling",
Academic Press, 1998
- R. Durret, "Essentials of Stochastic Processes", Springer, 1999
- G. R. Grimmett and D. R. Stirzaker, "Probability and Random
Processes", Oxford
Prerequisites
Markov chains (continuous and discrete) at the level of Stat 217
There will be several homeworks, a midterm and a final exam. In
grading weight will be assigned according to: 30% for homework; 30 for
midterm; 40% for final.
The midterm will be on Thursday, May 3rd at the usual class time
and location (which means that it will last 1 hour 15 minutes).
You will be asked to solve one out of two problems
at your choice, with open book.
The final is scheduled for Monday, June 11, in the
afternoon (4pm) in Sequoia 200. It will last 3 hours.
Please let me know if this produces any conflict.
You will be asked to solve one out of two problems
at your choice, with open book.
Midterm solutions (posted on 5/9/2007)
| Homework |
Posted |
Due |
| Homework 1 [pdf]
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4/5/2007 |
4/12/2007 |
| Homework 1
Solutions [pdf]
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4/13/2007 |
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| Homework 2 [pdf]
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4/12/2007 |
4/19/2007 |
| Homework 2
Solutions [pdf]
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4/23/2007 |
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| Homework 3 [pdf]
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4/18/2007 |
4/26/2007 |
| Homework 3
Solutions [pdf]
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5/1/2007 (sorry for the delay) |
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| Homework 4 [pdf]
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4/25/2007 |
5/10/2007 (two weeks time!!) |
| Homework 4
Solutions [pdf]
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5/14/2007 |
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| Homework 5 [pdf]
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5/8/2007 |
5/17/2007 |
| Homework 5
Solutions [pdf]
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5/19/2007 |
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| Homework 6 (error in earlier version corrected)
[pdf]
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5/22/2007 (sorry for the delay) |
5/24/2007 |
| Homework 6
Solutions [pdf]
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5/30/2007 |
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| Homework 7 (last; question 4 simplified!)
[pdf]
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5/23/2007 |
6/5/2007 |
| Homework 7
Solutions [pdf]
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6/7/2007 |
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